Best hardware to run Qwen2.5 7B
The minimum self-hostable option and a comfortable recommended build for Qwen2.5 7B, plus the top devices that run it well.
Minimum
NVIDIA GeForce RTX 3060 12GBFits at Q8_0 (~8GB) with ~2.6GB headroom — about 1 concurrent instance.
Recommended
Supermicro 8x H100 SuperServerFits at FP16 (~15GB) with ~548.2GB headroom — about 37 concurrent instances.
Top devices that run it well
- Supermicro 8x H100 SuperServerSupermicro · AI Servers
Fits at FP16 (~15GB) with ~548.2GB headroom — about 37 concurrent instances.
FP16 · ~15GBRuns well - Dell PowerEdge XE9680Dell · AI Servers
Fits at FP16 (~15GB) with ~548.2GB headroom — about 37 concurrent instances.
FP16 · ~15GBRuns well - AMD Instinct MI300XAMD · Datacenter GPUs
Fits at FP16 (~15GB) with ~154GB headroom — about 11 concurrent instances.
FP16 · ~15GBRuns well - NVIDIA H200 (141GB)NVIDIA · Datacenter GPUs
Fits at FP16 (~15GB) with ~109.1GB headroom — about 8 concurrent instances.
FP16 · ~15GBRuns well - Cloud H200 141GB (profile)Cloud · Cloud GPU Profiles
Fits at FP16 (~15GB) with ~109.1GB headroom — about 8 concurrent instances.
FP16 · ~15GBRuns well - NVIDIA H100 (80GB)NVIDIA · Datacenter GPUs
Fits at FP16 (~15GB) with ~55.4GB headroom — about 4 concurrent instances.
FP16 · ~15GBRuns well
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